Parambil has launched an agentic AI platform for complex litigation, introducing four autonomous agents that investigate, draft, research and organise cases. The New York-based startup marks a shift from chatbots to document-grounded systems that execute multi-step workflows and verify conclusions against source records. The platform includes Case Counsel for end-to-end case investigation, Quill for drafting legal documents, a Web Search Agent partnered with Perplexity for real-time access to clinical guidelines, and Vault for file organisation launching in Q2 2026. Built for medical malpractice, birth injury and mass tort litigation, the system uses technology from Anthropic, OpenAI, Perplexity and Google. Parambil serves hundreds of law firms and was founded by Sara Dwyer, Liam Gordon and Ralph Horwitz.

Parambil, an AI-powered medical record review software provider, has raised $6 million in a seed funding round led by Bling Capital. The company, which initially focused on mass torts cases, has expanded to cover personal injury cases more broadly. The startup plans to use the funding to hire engineers and further develop its platform for handling complicated medical litigation. Parambil's software uses artificial intelligence to streamline the review of medical records, a time-consuming process in legal cases. The investment reflects growing interest in legal technology solutions that apply AI to reduce costs and improve efficiency in litigation workflows.